Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 16512 |
| Missing cells | 158 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 113.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 2 |
households is highly overall correlated with population and 2 other fields | High correlation |
income_cat is highly overall correlated with median_income | High correlation |
latitude is highly overall correlated with longitude | High correlation |
longitude is highly overall correlated with latitude | High correlation |
median_income is highly overall correlated with income_cat | High correlation |
population is highly overall correlated with households and 2 other fields | High correlation |
total_bedrooms is highly overall correlated with households and 2 other fields | High correlation |
total_rooms is highly overall correlated with households and 2 other fields | High correlation |
Reproduction
| Analysis started | 2025-10-10 10:37:40.020019 |
|---|---|
| Analysis finished | 2025-10-10 10:37:46.743885 |
| Duration | 6.72 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
longitude
Real number (ℝ)
High correlation
| Distinct | 825 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -119.57564 |
| Minimum | -124.35 |
|---|---|
| Maximum | -114.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16512 |
| Negative (%) | 100.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | -124.35 |
|---|---|
| 5-th percentile | -122.47 |
| Q1 | -121.8 |
| median | -118.51 |
| Q3 | -118.01 |
| 95-th percentile | -117.07 |
| Maximum | -114.31 |
| Range | 10.04 |
| Interquartile range (IQR) | 3.79 |
Descriptive statistics
| Standard deviation | 2.0018281 |
|---|---|
| Coefficient of variation (CV) | -0.016741103 |
| Kurtosis | -1.3347154 |
| Mean | -119.57564 |
| Median Absolute Deviation (MAD) | 1.29 |
| Skewness | -0.29355541 |
| Sum | -1974432.9 |
| Variance | 4.0073156 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -118.31 | 133 | 0.8% |
| -118.3 | 129 | 0.8% |
| -118.29 | 121 | 0.7% |
| -118.35 | 113 | 0.7% |
| -118.27 | 113 | 0.7% |
| -118.28 | 107 | 0.6% |
| -118.19 | 107 | 0.6% |
| -118.36 | 101 | 0.6% |
| -118.14 | 101 | 0.6% |
| -118.26 | 99 | 0.6% |
| Other values (815) | 15388 |
| Value | Count | Frequency (%) |
| -124.35 | 1 | < 0.1% |
| -124.3 | 2 | < 0.1% |
| -124.27 | 1 | < 0.1% |
| -124.26 | 1 | < 0.1% |
| -124.25 | 1 | < 0.1% |
| -124.23 | 3 | |
| -124.22 | 1 | < 0.1% |
| -124.21 | 3 | |
| -124.19 | 4 | |
| -124.18 | 5 |
| Value | Count | Frequency (%) |
| -114.31 | 1 | |
| -114.47 | 1 | |
| -114.49 | 1 | |
| -114.55 | 1 | |
| -114.57 | 2 | |
| -114.58 | 2 | |
| -114.59 | 2 | |
| -114.6 | 1 | |
| -114.63 | 1 | |
| -114.64 | 1 |
latitude
Real number (ℝ)
High correlation
| Distinct | 839 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.639314 |
| Minimum | 32.54 |
|---|---|
| Maximum | 41.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 32.54 |
|---|---|
| 5-th percentile | 32.82 |
| Q1 | 33.94 |
| median | 34.26 |
| Q3 | 37.72 |
| 95-th percentile | 38.95 |
| Maximum | 41.95 |
| Range | 9.41 |
| Interquartile range (IQR) | 3.78 |
Descriptive statistics
| Standard deviation | 2.1379628 |
|---|---|
| Coefficient of variation (CV) | 0.059988887 |
| Kurtosis | -1.1172537 |
| Mean | 35.639314 |
| Median Absolute Deviation (MAD) | 1.23 |
| Skewness | 0.46145588 |
| Sum | 588476.36 |
| Variance | 4.570885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.06 | 207 | 1.3% |
| 34.05 | 193 | 1.2% |
| 34.07 | 191 | 1.2% |
| 34.08 | 191 | 1.2% |
| 34.09 | 169 | 1.0% |
| 34.02 | 169 | 1.0% |
| 34.04 | 164 | 1.0% |
| 34.1 | 158 | 1.0% |
| 34.03 | 152 | 0.9% |
| 33.97 | 147 | 0.9% |
| Other values (829) | 14771 |
| Value | Count | Frequency (%) |
| 32.54 | 1 | < 0.1% |
| 32.55 | 2 | < 0.1% |
| 32.56 | 8 | < 0.1% |
| 32.57 | 15 | |
| 32.58 | 20 | |
| 32.59 | 10 | |
| 32.6 | 9 | |
| 32.61 | 14 | |
| 32.62 | 12 | |
| 32.63 | 15 |
| Value | Count | Frequency (%) |
| 41.95 | 1 | < 0.1% |
| 41.92 | 1 | < 0.1% |
| 41.88 | 1 | < 0.1% |
| 41.86 | 3 | |
| 41.84 | 1 | < 0.1% |
| 41.81 | 1 | < 0.1% |
| 41.8 | 3 | |
| 41.79 | 1 | < 0.1% |
| 41.78 | 2 | |
| 41.77 | 1 | < 0.1% |
housing_median_age
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.653404 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 18 |
| median | 29 |
| Q3 | 37 |
| 95-th percentile | 52 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 12.574819 |
|---|---|
| Coefficient of variation (CV) | 0.43885951 |
| Kurtosis | -0.79678594 |
| Mean | 28.653404 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.059468121 |
| Sum | 473125 |
| Variance | 158.12606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 1027 | 6.2% |
| 36 | 696 | 4.2% |
| 35 | 668 | 4.0% |
| 16 | 626 | 3.8% |
| 17 | 562 | 3.4% |
| 34 | 557 | 3.4% |
| 33 | 504 | 3.1% |
| 26 | 491 | 3.0% |
| 25 | 458 | 2.8% |
| 32 | 449 | 2.7% |
| Other values (42) | 10474 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 46 | 0.3% |
| 3 | 51 | 0.3% |
| 4 | 150 | |
| 5 | 188 | |
| 6 | 131 | |
| 7 | 139 | |
| 8 | 166 | |
| 9 | 163 | |
| 10 | 212 |
| Value | Count | Frequency (%) |
| 52 | 1027 | |
| 51 | 39 | 0.2% |
| 50 | 106 | 0.6% |
| 49 | 108 | 0.7% |
| 48 | 146 | 0.9% |
| 47 | 152 | 0.9% |
| 46 | 180 | 1.1% |
| 45 | 238 | 1.4% |
| 44 | 268 | 1.6% |
| 43 | 289 | 1.8% |
total_rooms
Real number (ℝ)
High correlation
| Distinct | 5494 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2622.5398 |
| Minimum | 6 |
|---|---|
| Maximum | 39320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 624.55 |
| Q1 | 1443 |
| median | 2119 |
| Q3 | 3141 |
| 95-th percentile | 6187.8 |
| Maximum | 39320 |
| Range | 39314 |
| Interquartile range (IQR) | 1698 |
Descriptive statistics
| Standard deviation | 2138.4171 |
|---|---|
| Coefficient of variation (CV) | 0.81539929 |
| Kurtosis | 31.677031 |
| Mean | 2622.5398 |
| Median Absolute Deviation (MAD) | 799 |
| Skewness | 4.0008355 |
| Sum | 43303377 |
| Variance | 4572827.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1527 | 16 | 0.1% |
| 1582 | 15 | 0.1% |
| 1471 | 14 | 0.1% |
| 1705 | 13 | 0.1% |
| 1462 | 13 | 0.1% |
| 1613 | 13 | 0.1% |
| 1745 | 12 | 0.1% |
| 2512 | 12 | 0.1% |
| 2053 | 12 | 0.1% |
| 1701 | 12 | 0.1% |
| Other values (5484) | 16380 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 15 | 2 | |
| 16 | 1 | |
| 18 | 2 | |
| 19 | 2 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 25 | 1 |
| Value | Count | Frequency (%) |
| 39320 | 1 | |
| 37937 | 1 | |
| 32054 | 1 | |
| 30450 | 1 | |
| 30401 | 1 | |
| 28258 | 1 | |
| 27700 | 1 | |
| 25135 | 1 | |
| 23915 | 1 | |
| 23866 | 1 |
total_bedrooms
Real number (ℝ)
High correlation
| Distinct | 1810 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 158 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 534.91464 |
| Minimum | 2 |
|---|---|
| Maximum | 6210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 137 |
| Q1 | 295 |
| median | 433 |
| Q3 | 644 |
| 95-th percentile | 1268 |
| Maximum | 6210 |
| Range | 6208 |
| Interquartile range (IQR) | 349 |
Descriptive statistics
| Standard deviation | 412.66565 |
|---|---|
| Coefficient of variation (CV) | 0.77146075 |
| Kurtosis | 19.551919 |
| Mean | 534.91464 |
| Median Absolute Deviation (MAD) | 162 |
| Skewness | 3.2692705 |
| Sum | 8747994 |
| Variance | 170292.94 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 272 | 44 | 0.3% |
| 280 | 44 | 0.3% |
| 393 | 43 | 0.3% |
| 345 | 41 | 0.2% |
| 331 | 41 | 0.2% |
| 328 | 41 | 0.2% |
| 309 | 40 | 0.2% |
| 394 | 39 | 0.2% |
| 348 | 39 | 0.2% |
| 340 | 39 | 0.2% |
| Other values (1800) | 15943 | |
| (Missing) | 158 | 1.0% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 5 | |
| 6 | 3 | |
| 7 | 5 | |
| 8 | 7 | |
| 9 | 5 | |
| 10 | 6 | |
| 11 | 6 |
| Value | Count | Frequency (%) |
| 6210 | 1 | |
| 5471 | 1 | |
| 5290 | 1 | |
| 5033 | 1 | |
| 4957 | 1 | |
| 4819 | 1 | |
| 4585 | 1 | |
| 4457 | 1 | |
| 4407 | 1 | |
| 4386 | 1 |
population
Real number (ℝ)
High correlation
| Distinct | 3619 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1419.6874 |
| Minimum | 3 |
|---|---|
| Maximum | 35682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 347.55 |
| Q1 | 784 |
| median | 1164 |
| Q3 | 1719 |
| 95-th percentile | 3276.9 |
| Maximum | 35682 |
| Range | 35679 |
| Interquartile range (IQR) | 935 |
Descriptive statistics
| Standard deviation | 1115.663 |
|---|---|
| Coefficient of variation (CV) | 0.7858512 |
| Kurtosis | 71.792077 |
| Mean | 1419.6874 |
| Median Absolute Deviation (MAD) | 441 |
| Skewness | 4.7415683 |
| Sum | 23441878 |
| Variance | 1244704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1227 | 21 | 0.1% |
| 753 | 20 | 0.1% |
| 1005 | 20 | 0.1% |
| 761 | 19 | 0.1% |
| 891 | 19 | 0.1% |
| 825 | 19 | 0.1% |
| 662 | 18 | 0.1% |
| 793 | 18 | 0.1% |
| 1283 | 18 | 0.1% |
| 986 | 18 | 0.1% |
| Other values (3609) | 16322 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 8 | 3 | |
| 9 | 2 | |
| 11 | 1 | < 0.1% |
| 13 | 2 | |
| 14 | 3 | |
| 15 | 2 | |
| 17 | 2 | |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35682 | 1 | |
| 16305 | 1 | |
| 16122 | 1 | |
| 15507 | 1 | |
| 15037 | 1 | |
| 13251 | 1 | |
| 12427 | 1 | |
| 12203 | 1 | |
| 11973 | 1 | |
| 11272 | 1 |
households
Real number (ℝ)
High correlation
| Distinct | 1691 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 497.01181 |
| Minimum | 2 |
|---|---|
| Maximum | 5358 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 124 |
| Q1 | 279 |
| median | 408 |
| Q3 | 602 |
| 95-th percentile | 1150 |
| Maximum | 5358 |
| Range | 5356 |
| Interquartile range (IQR) | 323 |
Descriptive statistics
| Standard deviation | 375.69616 |
|---|---|
| Coefficient of variation (CV) | 0.75590992 |
| Kurtosis | 19.294653 |
| Mean | 497.01181 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 3.2220813 |
| Sum | 8206659 |
| Variance | 141147.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 429 | 47 | 0.3% |
| 335 | 47 | 0.3% |
| 386 | 45 | 0.3% |
| 306 | 45 | 0.3% |
| 278 | 44 | 0.3% |
| 316 | 44 | 0.3% |
| 375 | 43 | 0.3% |
| 284 | 42 | 0.3% |
| 297 | 42 | 0.3% |
| 340 | 42 | 0.3% |
| Other values (1681) | 16071 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 5 | |
| 6 | 4 | |
| 7 | 6 | |
| 8 | 7 | |
| 9 | 8 | |
| 10 | 7 | |
| 11 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5358 | 1 | |
| 5189 | 1 | |
| 5050 | 1 | |
| 4769 | 1 | |
| 4339 | 1 | |
| 4204 | 1 | |
| 4176 | 1 | |
| 4072 | 1 | |
| 4012 | 1 | |
| 3958 | 1 |
median_income
Real number (ℝ)
High correlation
| Distinct | 10905 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8758843 |
| Minimum | 0.4999 |
|---|---|
| Maximum | 15.0001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 774.0 KiB |
Quantile statistics
| Minimum | 0.4999 |
|---|---|
| 5-th percentile | 1.603355 |
| Q1 | 2.56695 |
| median | 3.54155 |
| Q3 | 4.745325 |
| 95-th percentile | 7.308945 |
| Maximum | 15.0001 |
| Range | 14.5002 |
| Interquartile range (IQR) | 2.178375 |
Descriptive statistics
| Standard deviation | 1.9049305 |
|---|---|
| Coefficient of variation (CV) | 0.49148282 |
| Kurtosis | 4.9332556 |
| Mean | 3.8758843 |
| Median Absolute Deviation (MAD) | 1.06035 |
| Skewness | 1.6533529 |
| Sum | 63998.601 |
| Variance | 3.6287603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.875 | 38 | 0.2% |
| 15.0001 | 38 | 0.2% |
| 2.625 | 37 | 0.2% |
| 3.125 | 37 | 0.2% |
| 3.375 | 33 | 0.2% |
| 3.625 | 32 | 0.2% |
| 4.125 | 32 | 0.2% |
| 3.875 | 31 | 0.2% |
| 3 | 29 | 0.2% |
| 4 | 28 | 0.2% |
| Other values (10895) | 16177 |
| Value | Count | Frequency (%) |
| 0.4999 | 9 | |
| 0.536 | 7 | |
| 0.5495 | 1 | < 0.1% |
| 0.6433 | 1 | < 0.1% |
| 0.6775 | 1 | < 0.1% |
| 0.6825 | 1 | < 0.1% |
| 0.6991 | 1 | < 0.1% |
| 0.7007 | 1 | < 0.1% |
| 0.7025 | 1 | < 0.1% |
| 0.7054 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.0001 | 38 | |
| 15 | 2 | < 0.1% |
| 14.5833 | 1 | < 0.1% |
| 14.4219 | 1 | < 0.1% |
| 14.4113 | 1 | < 0.1% |
| 14.2959 | 1 | < 0.1% |
| 13.947 | 1 | < 0.1% |
| 13.8556 | 1 | < 0.1% |
| 13.8093 | 1 | < 0.1% |
| 13.6842 | 1 | < 0.1% |
ocean_proximity
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 774.0 KiB |
| <1H OCEAN | |
|---|---|
| INLAND | |
| NEAR OCEAN | |
| NEAR BAY | |
| ISLAND | 2 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.0603803 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INLAND |
|---|---|
| 2nd row | NEAR OCEAN |
| 3rd row | INLAND |
| 4th row | NEAR OCEAN |
| 5th row | <1H OCEAN |
Common Values
| Value | Count | Frequency (%) |
| <1H OCEAN | 7277 | |
| INLAND | 5262 | |
| NEAR OCEAN | 2124 | 12.9% |
| NEAR BAY | 1847 | 11.2% |
| ISLAND | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ocean | 9401 | |
| 1h | 7277 | |
| inland | 5262 | |
| near | 3971 | |
| bay | 1847 | 6.7% |
| island | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 23898 | |
| A | 20483 | |
| E | 13372 | |
| 11248 | ||
| O | 9401 | 7.1% |
| C | 9401 | 7.1% |
| < | 7277 | 5.5% |
| H | 7277 | 5.5% |
| 1 | 7277 | 5.5% |
| I | 5264 | 4.0% |
| Other values (6) | 18195 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 133093 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 23898 | |
| A | 20483 | |
| E | 13372 | |
| 11248 | ||
| O | 9401 | 7.1% |
| C | 9401 | 7.1% |
| < | 7277 | 5.5% |
| H | 7277 | 5.5% |
| 1 | 7277 | 5.5% |
| I | 5264 | 4.0% |
| Other values (6) | 18195 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 133093 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 23898 | |
| A | 20483 | |
| E | 13372 | |
| 11248 | ||
| O | 9401 | 7.1% |
| C | 9401 | 7.1% |
| < | 7277 | 5.5% |
| H | 7277 | 5.5% |
| 1 | 7277 | 5.5% |
| I | 5264 | 4.0% |
| Other values (6) | 18195 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 133093 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 23898 | |
| A | 20483 | |
| E | 13372 | |
| 11248 | ||
| O | 9401 | 7.1% |
| C | 9401 | 7.1% |
| < | 7277 | 5.5% |
| H | 7277 | 5.5% |
| 1 | 7277 | 5.5% |
| I | 5264 | 4.0% |
| Other values (6) | 18195 |
income_cat
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 661.4 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 5 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 5 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5789 | |
| 2 | 5265 | |
| 4 | 2911 | |
| 5 | 1890 | 11.4% |
| 1 | 657 | 4.0% |
Interactions
Correlations
| households | housing_median_age | income_cat | latitude | longitude | median_income | ocean_proximity | population | total_bedrooms | total_rooms | |
|---|---|---|---|---|---|---|---|---|---|---|
| households | 1.000 | -0.285 | 0.035 | -0.076 | 0.063 | 0.027 | 0.030 | 0.904 | 0.975 | 0.905 |
| housing_median_age | -0.285 | 1.000 | 0.097 | 0.026 | -0.147 | -0.141 | 0.192 | -0.286 | -0.311 | -0.360 |
| income_cat | 0.035 | 0.097 | 1.000 | 0.121 | 0.116 | 0.735 | 0.121 | 0.022 | 0.038 | 0.090 |
| latitude | -0.076 | 0.026 | 0.121 | 1.000 | -0.880 | -0.081 | 0.470 | -0.126 | -0.058 | -0.017 |
| longitude | 0.063 | -0.147 | 0.116 | -0.880 | 1.000 | -0.015 | 0.424 | 0.126 | 0.067 | 0.041 |
| median_income | 0.027 | -0.141 | 0.735 | -0.081 | -0.015 | 1.000 | 0.123 | 0.002 | -0.009 | 0.270 |
| ocean_proximity | 0.030 | 0.192 | 0.121 | 0.470 | 0.424 | 0.123 | 1.000 | 0.016 | 0.022 | 0.022 |
| population | 0.904 | -0.286 | 0.022 | -0.126 | 0.126 | 0.002 | 0.016 | 1.000 | 0.870 | 0.815 |
| total_bedrooms | 0.975 | -0.311 | 0.038 | -0.058 | 0.067 | -0.009 | 0.022 | 0.870 | 1.000 | 0.915 |
| total_rooms | 0.905 | -0.360 | 0.090 | -0.017 | 0.041 | 0.270 | 0.022 | 0.815 | 0.915 | 1.000 |
Missing values
Sample
| longitude | latitude | housing_median_age | total_rooms | total_bedrooms | population | households | median_income | ocean_proximity | income_cat | |
|---|---|---|---|---|---|---|---|---|---|---|
| 12655 | -121.46 | 38.52 | 29.0 | 3873.0 | 797.0 | 2237.0 | 706.0 | 2.1736 | INLAND | 2 |
| 15502 | -117.23 | 33.09 | 7.0 | 5320.0 | 855.0 | 2015.0 | 768.0 | 6.3373 | NEAR OCEAN | 5 |
| 2908 | -119.04 | 35.37 | 44.0 | 1618.0 | 310.0 | 667.0 | 300.0 | 2.8750 | INLAND | 2 |
| 14053 | -117.13 | 32.75 | 24.0 | 1877.0 | 519.0 | 898.0 | 483.0 | 2.2264 | NEAR OCEAN | 2 |
| 20496 | -118.70 | 34.28 | 27.0 | 3536.0 | 646.0 | 1837.0 | 580.0 | 4.4964 | <1H OCEAN | 3 |
| 1481 | -122.04 | 37.96 | 28.0 | 1207.0 | 252.0 | 724.0 | 252.0 | 3.6964 | NEAR BAY | 3 |
| 18125 | -122.03 | 37.33 | 23.0 | 4221.0 | 671.0 | 1782.0 | 641.0 | 7.4863 | <1H OCEAN | 5 |
| 5830 | -118.31 | 34.20 | 36.0 | 1692.0 | 263.0 | 778.0 | 278.0 | 5.0865 | <1H OCEAN | 4 |
| 17989 | -121.95 | 37.27 | 17.0 | 1330.0 | 271.0 | 408.0 | 258.0 | 1.7171 | <1H OCEAN | 2 |
| 4861 | -118.28 | 34.02 | 29.0 | 515.0 | 229.0 | 2690.0 | 217.0 | 0.4999 | <1H OCEAN | 1 |
| longitude | latitude | housing_median_age | total_rooms | total_bedrooms | population | households | median_income | ocean_proximity | income_cat | |
|---|---|---|---|---|---|---|---|---|---|---|
| 12396 | -116.29 | 33.67 | 12.0 | 5048.0 | 842.0 | 883.0 | 391.0 | 5.6918 | INLAND | 4 |
| 16476 | -121.27 | 38.13 | 35.0 | 2607.0 | 685.0 | 2016.0 | 618.0 | 1.7500 | INLAND | 2 |
| 2271 | -119.80 | 36.78 | 43.0 | 2382.0 | 431.0 | 874.0 | 380.0 | 3.5542 | INLAND | 3 |
| 6980 | -118.01 | 33.97 | 36.0 | 1451.0 | 224.0 | 608.0 | 246.0 | 6.0648 | <1H OCEAN | 5 |
| 5206 | -118.28 | 33.93 | 41.0 | 936.0 | 257.0 | 913.0 | 226.0 | 2.0313 | <1H OCEAN | 2 |
| 15174 | -117.07 | 33.03 | 14.0 | 6665.0 | 1231.0 | 2026.0 | 1001.0 | 5.0900 | <1H OCEAN | 4 |
| 12661 | -121.42 | 38.51 | 15.0 | 7901.0 | 1422.0 | 4769.0 | 1418.0 | 2.8139 | INLAND | 2 |
| 19263 | -122.72 | 38.44 | 48.0 | 707.0 | 166.0 | 458.0 | 172.0 | 3.1797 | <1H OCEAN | 3 |
| 19140 | -122.70 | 38.31 | 14.0 | 3155.0 | 580.0 | 1208.0 | 501.0 | 4.1964 | <1H OCEAN | 3 |
| 19773 | -122.14 | 39.97 | 27.0 | 1079.0 | 222.0 | 625.0 | 197.0 | 3.1319 | INLAND | 3 |